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Learner Reviews & Feedback for Regression Models by Johns Hopkins University

3,319 ratings

About the Course

Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well. Analysis of residuals and variability will be investigated. The course will cover modern thinking on model selection and novel uses of regression models including scatterplot smoothing....

Top reviews


Dec 16, 2017

Excellent course that is jam-packed with useful material! It is quite challenging and gives a thorough grounding in how to approach the process of selecting a linear regression model for a data set.


Mar 10, 2019

This module was the maximum. I learned how powerful the use of Regression Models techniques in Data Science analysis is. I thank Professor Brian Caffo for sharing his knowledge with us. Thank you!

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201 - 225 of 551 Reviews for Regression Models

By Joonas S

May 29, 2017

Really good introduction to regression models.

By sagar s

Sep 12, 2017

Wonderful!, Lecture Series will be cherished.

By Dr. G N P

Jan 6, 2020

I learnt regression models from this course.

By Sergio E R G

Jul 30, 2017

Thank you! it is a very enrichment course.

By Dan K H

Mar 3, 2017

Once again an excellent course, thank you!

By Florian

Jul 3, 2016

Fantastic course with great visualizations

By Efejiro A

Jul 2, 2018

A bit fast paced but excellent delivery.

By ayush j

Apr 19, 2018

Most things were covered . good lessons

By Edgar I

Jan 1, 2017

Muy intuitivo y con excelentes ejemplos!

By Sai K G

Feb 1, 2016

Course teaches basics of regression in R

By Amit R

Jun 11, 2020

very nicely explained regression models

By Christopher W

Nov 2, 2016

great introduction to regression models

By Yubo Y

Apr 3, 2016

concise, practical and straight forward


Mar 19, 2020

excellent course taught by instructors

By Rizwan M

Sep 10, 2019

excellent courseware with assignments

By sirsendu s

Aug 30, 2018

Lot of learning , a must take course

By Aiyu L

Feb 16, 2021

Learning a lot, thank you very much!

By Vibhutesh K S

Feb 9, 2019

Nice outline for regression models.

By riTesh

Oct 21, 2018

fantastic course with great teacher

By Raja J

Nov 19, 2017

Very detailed and exhaustive course

By Hawk G

Oct 17, 2017

Great course content and exercises.

By Luis A M C D

Oct 29, 2020

Excellent course. Very fruitefull.

By Seyedeh M M

Mar 14, 2019

Awesome class! Highly recommended.

By Artem V

May 15, 2017

Complicated but good information!

By Farhan M

Feb 26, 2017

Amazing course, I learnt a lot.